{"id":"W6890215762","doi":"10.34943/a77e5abd-3212-4d9b-b103-971a45bdc748","title":"Strait of Georgia East Transmissometer Deployed 2009-02-13","year":2010,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nautical mile; Attenuation; Detector; Satellite; Digital elevation model; Transmission (telecommunications); Measure (data warehouse)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0008775045,0.00145333,0.001757193,0.0001049714,0.0003635061,0.0001222881,0.002155865,0.002169167,0.001019282],"category_scores_gemma":[0.00004815244,0.001509515,0.001223063,0.001102337,0.0006307322,0.0001904194,0.0001886371,0.004517949,0.00001219269],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032762,"about_ca_system_score_gemma":0.005846579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.711695,"about_ca_topic_score_gemma":0.9592293,"domain_scores_codex":[0.9929451,0.0002310622,0.001437787,0.001351462,0.002043321,0.001991306],"domain_scores_gemma":[0.9949572,0.0002612509,0.001181486,0.002206946,0.0004037221,0.0009893753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000545233,0.0001460109,0.00006948724,0.0003781073,0.001075386,0.00006283542,0.00008218595,0.002569188,0.00002873825,0.000001922709,0.9952625,0.0002691261],"study_design_scores_gemma":[0.001201195,0.00007002272,0.0004293846,0.0002349293,0.0009047394,0.00003336749,0.0001386038,0.001595832,0.00001420868,0.000009560819,0.9939685,0.001399582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001362396,0.001117351,0.00006521994,0.0001194456,0.001502697,0.000827681,0.9948387,0.0001398813,0.00002661323],"genre_scores_gemma":[0.004371954,0.0003203767,0.0004449689,0.0009729487,0.00141962,0.00001580862,0.9916078,0.0004914651,0.0003550247],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2475343,"threshold_uncertainty_score":0.9998939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006561722371551598,"score_gpt":0.1960831372416625,"score_spread":0.1895214148701109,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}